Medical Image Segmentation on HVSMR
0.857Dice ScorePCL
Evaluation results
| Method | Links | |
|---|---|---|
| PCLNumber of labeled patients (M)=6, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.857 | |
| PCLNumber of labeled patients (M)=8, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.857 | |
| PIRLNumber of labeled patients (M)=6, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.849 | |
| PIRLNumber of labeled patients (M)=8, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.846 | |
| RotationNumber of labeled patients (M)=6, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.845 | |
| RotationNumber of labeled patients (M)=8, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.844 | |
| GCLNumber of labeled patients (M)=8, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.843 | |
| RandomNumber of labeled patients (M)=6, Pre-training dataset=None, Fine-tuning=true2021.06 | 0.842 | |
| RandomNumber of labeled patients (M)=8, Pre-training dataset=None, Fine-tuning=true2021.06 | 0.842 | |
| GCLNumber of labeled patients (M)=6, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.842 | |
| PCLNumber of labeled patients (M)=4, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.832 | |
| PIRLNumber of labeled patients (M)=4, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.826 | |
| GCLNumber of labeled patients (M)=4, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.818 | |
| RotationNumber of labeled patients (M)=4, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.816 | |
| SimCLRNumber of labeled patients (M)=8, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.815 | |
| RandomNumber of labeled patients (M)=4, Pre-training dataset=None, Fine-tuning=true2021.06 | 0.813 | |
| SimCLRNumber of labeled patients (M)=6, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.808 | |
| PCLNumber of labeled patients (M)=2, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.781 | |
| SimCLRNumber of labeled patients (M)=4, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.779 | |
| GCLNumber of labeled patients (M)=2, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.77 | |
| RandomNumber of labeled patients (M)=2, Pre-training dataset=None, Fine-tuning=true2021.06 | 0.742 | |
| PIRLNumber of labeled patients (M)=2, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.74 | |
| RotationNumber of labeled patients (M)=2, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.737 | |
| SimCLRNumber of labeled patients (M)=2, Pre-training dataset=ACDC, Fine-tuning=true2021.06 | 0.7 |